{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:04.554072Z",
     "start_time": "2025-04-20T15:12:04.276371Z"
    }
   },
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "from bokeh.palettes import Blues\n",
    "\n",
    "#导入机器学习的模块\n",
    "from sklearn.datasets import load_iris\n",
    "from sklearn.model_selection import train_test_split\n",
    "from sklearn.linear_model import LogisticRegression\n",
    "from sklearn.metrics import classification_report,confusion_matrix"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:04.570926Z",
     "start_time": "2025-04-20T15:12:04.563093Z"
    }
   },
   "cell_type": "code",
   "source": "iris_data=load_iris()",
   "id": "bbf867ccd82dbb7a",
   "outputs": [],
   "execution_count": 2
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:04.579189Z",
     "start_time": "2025-04-20T15:12:04.575934Z"
    }
   },
   "cell_type": "code",
   "source": [
    "X=pd.DataFrame(iris_data.data,columns=iris_data.feature_names)\n",
    "y=pd.Series(iris_data.target,name='species')"
   ],
   "id": "648211a3f7d5c03",
   "outputs": [],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:04.590633Z",
     "start_time": "2025-04-20T15:12:04.583197Z"
    }
   },
   "cell_type": "code",
   "source": [
    "print(X.head())\n",
    "print(y.head())"
   ],
   "id": "dc0b298b5d72759e",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   sepal length (cm)  sepal width (cm)  petal length (cm)  petal width (cm)\n",
      "0                5.1               3.5                1.4               0.2\n",
      "1                4.9               3.0                1.4               0.2\n",
      "2                4.7               3.2                1.3               0.2\n",
      "3                4.6               3.1                1.5               0.2\n",
      "4                5.0               3.6                1.4               0.2\n",
      "0    0\n",
      "1    0\n",
      "2    0\n",
      "3    0\n",
      "4    0\n",
      "Name: species, dtype: int32\n"
     ]
    }
   ],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:07.006696Z",
     "start_time": "2025-04-20T15:12:04.831060Z"
    }
   },
   "cell_type": "code",
   "source": [
    "df=pd.concat([X,y],axis=1)\n",
    "sns.pairplot(df,hue='species')#绘制散点图，绘制特征之间的分布图\n",
    "plt.show()"
   ],
   "id": "8229b6f70cfc6993",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1057.99x1000 with 20 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:07.029452Z",
     "start_time": "2025-04-20T15:12:07.022403Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#S数据集划分\n",
    "X_train,X_test,y_train,y_test=train_test_split(X,y,test_size=0.2,random_state=42,stratify=y)#random_state代表随机划分数据集，straify=y,不同类型的花都取（数据公平）"
   ],
   "id": "c1af86ca61f14974",
   "outputs": [],
   "execution_count": 6
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:07.056285Z",
     "start_time": "2025-04-20T15:12:07.053135Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#训练模型\n",
    "model=LogisticRegression(max_iter=150)#设计迭代次数"
   ],
   "id": "83c5044b224c8870",
   "outputs": [],
   "execution_count": 7
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:07.093188Z",
     "start_time": "2025-04-20T15:12:07.074568Z"
    }
   },
   "cell_type": "code",
   "source": "model.fit(X,y)",
   "id": "77a8e331dcb475ae",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "LogisticRegression(max_iter=150)"
      ],
      "text/html": [
       "<style>#sk-container-id-1 {\n",
       "  /* Definition of color scheme common for light and dark mode */\n",
       "  --sklearn-color-text: black;\n",
       "  --sklearn-color-line: gray;\n",
       "  /* Definition of color scheme for unfitted estimators */\n",
       "  --sklearn-color-unfitted-level-0: #fff5e6;\n",
       "  --sklearn-color-unfitted-level-1: #f6e4d2;\n",
       "  --sklearn-color-unfitted-level-2: #ffe0b3;\n",
       "  --sklearn-color-unfitted-level-3: chocolate;\n",
       "  /* Definition of color scheme for fitted estimators */\n",
       "  --sklearn-color-fitted-level-0: #f0f8ff;\n",
       "  --sklearn-color-fitted-level-1: #d4ebff;\n",
       "  --sklearn-color-fitted-level-2: #b3dbfd;\n",
       "  --sklearn-color-fitted-level-3: cornflowerblue;\n",
       "\n",
       "  /* Specific color for light theme */\n",
       "  --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
       "  --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, white)));\n",
       "  --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, black)));\n",
       "  --sklearn-color-icon: #696969;\n",
       "\n",
       "  @media (prefers-color-scheme: dark) {\n",
       "    /* Redefinition of color scheme for dark theme */\n",
       "    --sklearn-color-text-on-default-background: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
       "    --sklearn-color-background: var(--sg-background-color, var(--theme-background, var(--jp-layout-color0, #111)));\n",
       "    --sklearn-color-border-box: var(--sg-text-color, var(--theme-code-foreground, var(--jp-content-font-color1, white)));\n",
       "    --sklearn-color-icon: #878787;\n",
       "  }\n",
       "}\n",
       "\n",
       "#sk-container-id-1 {\n",
       "  color: var(--sklearn-color-text);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 pre {\n",
       "  padding: 0;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-hidden--visually {\n",
       "  border: 0;\n",
       "  clip: rect(1px 1px 1px 1px);\n",
       "  clip: rect(1px, 1px, 1px, 1px);\n",
       "  height: 1px;\n",
       "  margin: -1px;\n",
       "  overflow: hidden;\n",
       "  padding: 0;\n",
       "  position: absolute;\n",
       "  width: 1px;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-dashed-wrapped {\n",
       "  border: 1px dashed var(--sklearn-color-line);\n",
       "  margin: 0 0.4em 0.5em 0.4em;\n",
       "  box-sizing: border-box;\n",
       "  padding-bottom: 0.4em;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-container {\n",
       "  /* jupyter's `normalize.less` sets `[hidden] { display: none; }`\n",
       "     but bootstrap.min.css set `[hidden] { display: none !important; }`\n",
       "     so we also need the `!important` here to be able to override the\n",
       "     default hidden behavior on the sphinx rendered scikit-learn.org.\n",
       "     See: https://github.com/scikit-learn/scikit-learn/issues/21755 */\n",
       "  display: inline-block !important;\n",
       "  position: relative;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-text-repr-fallback {\n",
       "  display: none;\n",
       "}\n",
       "\n",
       "div.sk-parallel-item,\n",
       "div.sk-serial,\n",
       "div.sk-item {\n",
       "  /* draw centered vertical line to link estimators */\n",
       "  background-image: linear-gradient(var(--sklearn-color-text-on-default-background), var(--sklearn-color-text-on-default-background));\n",
       "  background-size: 2px 100%;\n",
       "  background-repeat: no-repeat;\n",
       "  background-position: center center;\n",
       "}\n",
       "\n",
       "/* Parallel-specific style estimator block */\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item::after {\n",
       "  content: \"\";\n",
       "  width: 100%;\n",
       "  border-bottom: 2px solid var(--sklearn-color-text-on-default-background);\n",
       "  flex-grow: 1;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel {\n",
       "  display: flex;\n",
       "  align-items: stretch;\n",
       "  justify-content: center;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  position: relative;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item {\n",
       "  display: flex;\n",
       "  flex-direction: column;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:first-child::after {\n",
       "  align-self: flex-end;\n",
       "  width: 50%;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:last-child::after {\n",
       "  align-self: flex-start;\n",
       "  width: 50%;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-parallel-item:only-child::after {\n",
       "  width: 0;\n",
       "}\n",
       "\n",
       "/* Serial-specific style estimator block */\n",
       "\n",
       "#sk-container-id-1 div.sk-serial {\n",
       "  display: flex;\n",
       "  flex-direction: column;\n",
       "  align-items: center;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  padding-right: 1em;\n",
       "  padding-left: 1em;\n",
       "}\n",
       "\n",
       "\n",
       "/* Toggleable style: style used for estimator/Pipeline/ColumnTransformer box that is\n",
       "clickable and can be expanded/collapsed.\n",
       "- Pipeline and ColumnTransformer use this feature and define the default style\n",
       "- Estimators will overwrite some part of the style using the `sk-estimator` class\n",
       "*/\n",
       "\n",
       "/* Pipeline and ColumnTransformer style (default) */\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable {\n",
       "  /* Default theme specific background. It is overwritten whether we have a\n",
       "  specific estimator or a Pipeline/ColumnTransformer */\n",
       "  background-color: var(--sklearn-color-background);\n",
       "}\n",
       "\n",
       "/* Toggleable label */\n",
       "#sk-container-id-1 label.sk-toggleable__label {\n",
       "  cursor: pointer;\n",
       "  display: block;\n",
       "  width: 100%;\n",
       "  margin-bottom: 0;\n",
       "  padding: 0.5em;\n",
       "  box-sizing: border-box;\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 label.sk-toggleable__label-arrow:before {\n",
       "  /* Arrow on the left of the label */\n",
       "  content: \"▸\";\n",
       "  float: left;\n",
       "  margin-right: 0.25em;\n",
       "  color: var(--sklearn-color-icon);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {\n",
       "  color: var(--sklearn-color-text);\n",
       "}\n",
       "\n",
       "/* Toggleable content - dropdown */\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content {\n",
       "  max-height: 0;\n",
       "  max-width: 0;\n",
       "  overflow: hidden;\n",
       "  text-align: left;\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content.fitted {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content pre {\n",
       "  margin: 0.2em;\n",
       "  border-radius: 0.25em;\n",
       "  color: var(--sklearn-color-text);\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-toggleable__content.fitted pre {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {\n",
       "  /* Expand drop-down */\n",
       "  max-height: 200px;\n",
       "  max-width: 100%;\n",
       "  overflow: auto;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {\n",
       "  content: \"▾\";\n",
       "}\n",
       "\n",
       "/* Pipeline/ColumnTransformer-specific style */\n",
       "\n",
       "#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Estimator-specific style */\n",
       "\n",
       "/* Colorize estimator box */\n",
       "#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted input.sk-toggleable__control:checked~label.sk-toggleable__label {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label label.sk-toggleable__label,\n",
       "#sk-container-id-1 div.sk-label label {\n",
       "  /* The background is the default theme color */\n",
       "  color: var(--sklearn-color-text-on-default-background);\n",
       "}\n",
       "\n",
       "/* On hover, darken the color of the background */\n",
       "#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "/* Label box, darken color on hover, fitted */\n",
       "#sk-container-id-1 div.sk-label.fitted:hover label.sk-toggleable__label.fitted {\n",
       "  color: var(--sklearn-color-text);\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Estimator label */\n",
       "\n",
       "#sk-container-id-1 div.sk-label label {\n",
       "  font-family: monospace;\n",
       "  font-weight: bold;\n",
       "  display: inline-block;\n",
       "  line-height: 1.2em;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-label-container {\n",
       "  text-align: center;\n",
       "}\n",
       "\n",
       "/* Estimator-specific */\n",
       "#sk-container-id-1 div.sk-estimator {\n",
       "  font-family: monospace;\n",
       "  border: 1px dotted var(--sklearn-color-border-box);\n",
       "  border-radius: 0.25em;\n",
       "  box-sizing: border-box;\n",
       "  margin-bottom: 0.5em;\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-0);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-0);\n",
       "}\n",
       "\n",
       "/* on hover */\n",
       "#sk-container-id-1 div.sk-estimator:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-2);\n",
       "}\n",
       "\n",
       "#sk-container-id-1 div.sk-estimator.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-2);\n",
       "}\n",
       "\n",
       "/* Specification for estimator info (e.g. \"i\" and \"?\") */\n",
       "\n",
       "/* Common style for \"i\" and \"?\" */\n",
       "\n",
       ".sk-estimator-doc-link,\n",
       "a:link.sk-estimator-doc-link,\n",
       "a:visited.sk-estimator-doc-link {\n",
       "  float: right;\n",
       "  font-size: smaller;\n",
       "  line-height: 1em;\n",
       "  font-family: monospace;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  border-radius: 1em;\n",
       "  height: 1em;\n",
       "  width: 1em;\n",
       "  text-decoration: none !important;\n",
       "  margin-left: 1ex;\n",
       "  /* unfitted */\n",
       "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-unfitted-level-1);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link.fitted,\n",
       "a:link.sk-estimator-doc-link.fitted,\n",
       "a:visited.sk-estimator-doc-link.fitted {\n",
       "  /* fitted */\n",
       "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-fitted-level-1);\n",
       "}\n",
       "\n",
       "/* On hover */\n",
       "div.sk-estimator:hover .sk-estimator-doc-link:hover,\n",
       ".sk-estimator-doc-link:hover,\n",
       "div.sk-label-container:hover .sk-estimator-doc-link:hover,\n",
       ".sk-estimator-doc-link:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "div.sk-estimator.fitted:hover .sk-estimator-doc-link.fitted:hover,\n",
       ".sk-estimator-doc-link.fitted:hover,\n",
       "div.sk-label-container:hover .sk-estimator-doc-link.fitted:hover,\n",
       ".sk-estimator-doc-link.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "/* Span, style for the box shown on hovering the info icon */\n",
       ".sk-estimator-doc-link span {\n",
       "  display: none;\n",
       "  z-index: 9999;\n",
       "  position: relative;\n",
       "  font-weight: normal;\n",
       "  right: .2ex;\n",
       "  padding: .5ex;\n",
       "  margin: .5ex;\n",
       "  width: min-content;\n",
       "  min-width: 20ex;\n",
       "  max-width: 50ex;\n",
       "  color: var(--sklearn-color-text);\n",
       "  box-shadow: 2pt 2pt 4pt #999;\n",
       "  /* unfitted */\n",
       "  background: var(--sklearn-color-unfitted-level-0);\n",
       "  border: .5pt solid var(--sklearn-color-unfitted-level-3);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link.fitted span {\n",
       "  /* fitted */\n",
       "  background: var(--sklearn-color-fitted-level-0);\n",
       "  border: var(--sklearn-color-fitted-level-3);\n",
       "}\n",
       "\n",
       ".sk-estimator-doc-link:hover span {\n",
       "  display: block;\n",
       "}\n",
       "\n",
       "/* \"?\"-specific style due to the `<a>` HTML tag */\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link {\n",
       "  float: right;\n",
       "  font-size: 1rem;\n",
       "  line-height: 1em;\n",
       "  font-family: monospace;\n",
       "  background-color: var(--sklearn-color-background);\n",
       "  border-radius: 1rem;\n",
       "  height: 1rem;\n",
       "  width: 1rem;\n",
       "  text-decoration: none;\n",
       "  /* unfitted */\n",
       "  color: var(--sklearn-color-unfitted-level-1);\n",
       "  border: var(--sklearn-color-unfitted-level-1) 1pt solid;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link.fitted {\n",
       "  /* fitted */\n",
       "  border: var(--sklearn-color-fitted-level-1) 1pt solid;\n",
       "  color: var(--sklearn-color-fitted-level-1);\n",
       "}\n",
       "\n",
       "/* On hover */\n",
       "#sk-container-id-1 a.estimator_doc_link:hover {\n",
       "  /* unfitted */\n",
       "  background-color: var(--sklearn-color-unfitted-level-3);\n",
       "  color: var(--sklearn-color-background);\n",
       "  text-decoration: none;\n",
       "}\n",
       "\n",
       "#sk-container-id-1 a.estimator_doc_link.fitted:hover {\n",
       "  /* fitted */\n",
       "  background-color: var(--sklearn-color-fitted-level-3);\n",
       "}\n",
       "</style><div id=\"sk-container-id-1\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>LogisticRegression(max_iter=150)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator fitted sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-1\" type=\"checkbox\" checked><label for=\"sk-estimator-id-1\" class=\"sk-toggleable__label fitted sk-toggleable__label-arrow fitted\">&nbsp;&nbsp;LogisticRegression<a class=\"sk-estimator-doc-link fitted\" rel=\"noreferrer\" target=\"_blank\" href=\"https://scikit-learn.org/1.4/modules/generated/sklearn.linear_model.LogisticRegression.html\">?<span>Documentation for LogisticRegression</span></a><span class=\"sk-estimator-doc-link fitted\">i<span>Fitted</span></span></label><div class=\"sk-toggleable__content fitted\"><pre>LogisticRegression(max_iter=150)</pre></div> </div></div></div></div>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 8
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:07.121174Z",
     "start_time": "2025-04-20T15:12:07.116226Z"
    }
   },
   "cell_type": "code",
   "source": [
    "print('模型的截距（intercept）',model.intercept_)\n",
    "print('模型系数（coef）',model.coef_)#a*X+b=y"
   ],
   "id": "10db1ee061642df8",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "模型的截距（intercept） [  9.85904927   2.22777362 -12.08682289]\n",
      "模型系数（coef） [[-0.42468882  0.96526487 -2.51571594 -1.08189034]\n",
      " [ 0.53472172 -0.31914147 -0.20624079 -0.94393192]\n",
      " [-0.1100329  -0.6461234   2.72195674  2.02582227]]\n"
     ]
    }
   ],
   "execution_count": 9
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:07.198119Z",
     "start_time": "2025-04-20T15:12:07.193116Z"
    }
   },
   "cell_type": "code",
   "source": "y_pred=model.predict(X_test)",
   "id": "41108ae0dc36753f",
   "outputs": [],
   "execution_count": 10
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:07.232055Z",
     "start_time": "2025-04-20T15:12:07.221587Z"
    }
   },
   "cell_type": "code",
   "source": "print('分类报告：\\n',classification_report(y_test,y_pred))#打印分类报告",
   "id": "319e6b7245e9904d",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "分类报告：\n",
      "               precision    recall  f1-score   support\n",
      "\n",
      "           0       1.00      1.00      1.00        10\n",
      "           1       1.00      0.90      0.95        10\n",
      "           2       0.91      1.00      0.95        10\n",
      "\n",
      "    accuracy                           0.97        30\n",
      "   macro avg       0.97      0.97      0.97        30\n",
      "weighted avg       0.97      0.97      0.97        30\n",
      "\n"
     ]
    }
   ],
   "execution_count": 11
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:07.316752Z",
     "start_time": "2025-04-20T15:12:07.310454Z"
    }
   },
   "cell_type": "code",
   "source": "print('混淆矩阵、\\n',confusion_matrix(y_test,y_pred))",
   "id": "c52b805338327aca",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "混淆矩阵、\n",
      " [[10  0  0]\n",
      " [ 0  9  1]\n",
      " [ 0  0 10]]\n"
     ]
    }
   ],
   "execution_count": 12
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:07.498297Z",
     "start_time": "2025-04-20T15:12:07.371782Z"
    }
   },
   "cell_type": "code",
   "source": [
    "sns.heatmap(confusion_matrix(y_test,y_pred),annot=True,fmt='d',cmap='Blues')\n",
    "plt.xlabel('predict')\n",
    "plt.ylabel(\"reality\")\n",
    "plt.title('confusion_matrix')\n",
    "plt.show()"
   ],
   "id": "c1ec09e443d72a05",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 13
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-04-20T15:12:07.609526Z",
     "start_time": "2025-04-20T15:12:07.606699Z"
    }
   },
   "cell_type": "code",
   "source": "",
   "id": "31fe4ae8b254c50",
   "outputs": [],
   "execution_count": null
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
